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[sharding_in_types][Take 2] Add out_type argument to einsum and dot_general to allow specifying for the output type. Right now, it only accept a NamedSharding but in the future we can allow a polymorphic type of: jax.ShapeDtypeStruct | Sharding | Layout. #743

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[sharding_in_types][Take 2] Add `out_type` argument to `einsum` and `…

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